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VersatileMulti-stageGraphNeuralNetworkfor CircuitRepresentation
Electronic Design Automation (EDA) includes a set of tools for circuit design in different development stages especiallylogic synthesisstage andplacementstage (Fig.1).
Country:
- North America > United States (0.05)
- Europe > Italy > Calabria > Catanzaro Province > Catanzaro (0.04)
Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.47)
Model-Based ReinforcementLearningviaImagination withDerivedMemory
We randomly selected action sequences from test episodes collected with action noise alongside the training episodes. Next, we analyze the IDM framework based on Janner's work [1]. Denote pθ(z |z,a) as the state transition probability predicted by model.
Technology:
- Information Technology > Artificial Intelligence (0.50)
- Information Technology > Data Science > Data Mining (0.36)
Model-Based ReinforcementLearningviaImagination withDerivedMemory
Third, the value expansion approaches, such as [11, 12], use model-augmented rollouts to improve the estimation accuracyofcumulativereturns.